Approaching car detection via clustering of vertical-horizontal line scanning optical edge flow. - Ozgur Karaduman; Haluk Eren; Hasan Kürüm; Mehmet Celenk (ITSC, 2012)

An effective variable selection algorithm for Aggressive/Calm Driving detection via CAN bus. - Ozgur Karaduman; Haluk Eren; Hasan Kürüm; Mehmet Celenk (ICCVE, 2013)

Interactive risky behavior model for 3-car overtaking scenario using joint Bayesian network. - Ozgur Karaduman; Haluk Eren; Hasan Kürüm; Mehmet Celenk (Intelligent Vehicles Symposium, 2013)

Regional risk estimation for drivers cutting intelligent graph with intra cells enabling risk transfer for street players. - Ozgur Karaduman; Haluk Eren; Hasan Kürüm; Mehmet Celenk (ICCVE, 2014)

Probabilistic risk assessment using major features of rural road curves via rear and front car cameras. - Ozgur Karaduman; Haluk Eren; Hasan Kürüm; Mehmet Celenk (ICCVE, 2014)

Graph-cut based regional risk estimation for traffic scene. - Ozgur Karaduman; Haluk Eren; Hasan Kürüm; Mehmet Celenk (ITSC, 2014)

Ortam etkileşimli güvenli sürüş destek sistemlerinin modellenmesi (Modelling of environment-interactive safe drive assistant systems) - Ozgur Karaduman (2015)

Road-Geometry-Based Risk Estimation Model for Horizontal Curves. - Ozgur Karaduman; Haluk Eren; Hasan Kürüm; Mehmet Celenk (IEEE Trans. Intell. Transp. Syst., 2016)